ADAS_MotionPlanner_ML_Evaluation

What awaits you

You will be responsible for extending the current evaluation framework towards End-to-End ADAS stacks

1. Develop evaluation algorithms for simulation framework
2. Automate the cross-platform evaluation pipeline
3. Maintain and expand test scenarios in simulation framework
4. Make evaluation compatible with End-to-End ADAS stack
5. Use and shape cloud services for ML-Evaluation pipeline

What you should bring along?

1. A joy for everything software, a passion for working with like-minded colleagues to develop cutting-edge software solutions.
2. Strong expertise in Python, C++
3. Familiarity with the entire ML pipeline, including:
- Data handling
- Model training
- Deployment
- Evaluation

- Experience in using cloud services for ML (e.g. docker, AWS)




- Positive understanding and experience of ADAS functions and closed-loop simulation
- Good skills Machine Learning and ML-Frameworks (e.g. pytorch)
- Experience with general SW-development tooling (e.g. code versioning (git), requirements)
- Experience with statistics and database frameworks is desirable
- Fluent English for professional use, German is a plus.
- University degree in Computer Science / Electronics or a similar field of study (B.E./ B.Tech/ M.Tech/ Ph.D.).
- A specialization in Machine Learning is desirable.
- You are versatile and have an insatiable appetite for learning and improving things around you.

📌 ADAS_MotionPlanner_ML_Evaluation (Karnataka)
🏢 BMW TechWorks
📍 Karnataka